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AlibekJailov

ForceShift MCP Gateway

by AlibekJailov

ForceShift MCP Gateway

An open-source Model Context Protocol (MCP) gateway for the ForceShift B2B commerce intelligence platform. It exposes secure, real-time tools for autonomous AI agents to query verifiable market data, price points, and UI layouts without hallucinations.

Key Features

  • Model Context Protocol (SSE & Stdio): Standardized integration for Claude, Cursor, Devin, Windsurf, and other agentic frameworks.

  • Zero-Hallucination Visual DNA: Resolves cryptographically signed UI blocks and layout schemas.

  • Verifiable Price Feeds: Interfaces with real-time commerce registers.

Related MCP server: AllMCP

Project Structure

  • core/mcp_gateway.py: The entry point for the FastMCP application.

  • interfaces/: Abstractions defining the Inversion of Control design.

  • schemas/: Structured Pydantic schemas for intent and execution states.

  • .well-known/ai-catalog.json: Manifest for Agentic Resource Discovery (ARD).

  • llms.txt: Machine-readable repository roadmap.

Installation & Setup

Install dependencies:

pip install -r requirements.txt

Run as stdio server:

python -m core.mcp_gateway

License

Licensed under the MIT License.

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